File size: 1,955 Bytes
08a6c38 ad7ddf9 08a6c38 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 |
---
language:
- de
- en
datasets:
- wmt14
pipeline_tag: translation
model-index:
- name: leukas/byt5-large-wmt14-deen
results:
- task:
type: translation
name: Translation
dataset:
name: wmt14
type: wmt14
config: de-en
split: test
metrics:
- type: bleu
value: 0.236
name: BLEU
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTI1MzQ4NzYxMGExODRhYTk0NzY5MDcxOWZjOTJhY2ZkMWU3ZTM0NmNlMzI4ZDAyYTEwYzdjMzI3MmY1NzYzZCIsInZlcnNpb24iOjF9.0kBCKKpU8CUzcUWi9y9gFZn__j6bbsiukUBiKFmMbwtwaZSAsc25_hGsHLe3bnwQWJxov7_lGDXX9DK6XNiIAQ
- type: loss
value: 0.3008817732334137
name: loss
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzIyM2I2Yjg1NWQ2NjEzOTAwN2NlNDc3NWU4NmI3ZDFhYzZlMTQyNjZlMWM0Njg5YWIzMmI5MzBjN2Y3NmMzYSIsInZlcnNpb24iOjF9.2totcDoHCyf7N9xaqAFVqlyuaoHM3hRIH5jmP4kPoD0crEcPZ0re6pg10_2Uoud4YunWMRvOpUTt8lk2cCM1BA
- type: gen_len
value: 20.0
name: gen_len
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzdjODYyY2UxZGZjNmFmZGFlY2IzNzQxNzA3YjQ3MDg1OWY3YjdkMzM2NGI2Njk2ZDczODNlOWM4YjZjZDQ2MCIsInZlcnNpb24iOjF9.hRVI7QHiBlX3Yp0cFOdezmoxV6CTq20vzp8IzugYc0uTUVD5OAvcBVRLZERGoNR1b1Oi2FV3trQvDWXUQZnsAQ
---
# byt5-large-wmt14-deen
This model is released as part of the work from [Are Character-level Translations Worth the Wait? Comparing Character- and Subword-level Models for Machine Translation](https://arxiv.org/abs/2302.14220).
It is a ByT5 model finetuned on German-->English translation the WMT14 dataset.
To use the model correctly, you must prepend the prompt with "translate X to Y: ", where X and Y are your source and target languages (e.g. German, English).
NOTE: The decoder_start_token_id is 259 for byt5 models and 250099 for mt5 models, which is different from the default token from google's byt5 and mt5 models (which is 0). |